3 posts
Published from 25 Oct 2026 to 25 Oct 2026.
Why jailbreaks keep working on aligned language models comes down to one fact: alignment training changes what a model tends to do, and it does not remove what the model can do. A jailbreak is a prompt that finds a path…
Can an AI agent improve itself safely? A plain guide to the answer: sometimes, if you limit what it can change, keep a human in the review loop, and test every change against a baseline. Without those three things, you…
If you have used a chat assistant, you have used a model shaped by RLHF, or something close to it. So what is RLHF and how does it shape a language model? RLHF stands for reinforcement learning from human feedback.…